. The natural way to adjust risk differences for potential confounders is to use an additive binomial model, which is a … binomial generalised linear model with an identity link function. However, implementations of the additive binomial model in … additive binomial model but uses the multinomial–Poisson transformation to convert the problem into an equivalent additive …